Grounded by design
Every system is anchored to verified organizational data, with retrieval and citation paths that make outputs reviewable.
AI Agents & Enterprise LLM Development
Get a production-ready AI system — agents, copilots and RAG — wired into the tools your team already uses. First working version in weeks, not quarters.
- Reply within 1 business day
- NDA on request
- No-obligation scoping call
Live in 4–8 weeks
A scoped pilot in production with measurable acceptance criteria, not a slide deck.
Fixed, transparent scope
You receive a written delivery plan with milestones, owners and pricing before work starts.
Your data stays governed
Retrieval, citations, access control and human approval gates on every consequential action.
We design and deploy applied AI systems that sit inside real business workflows — retrieval, reasoning, and agentic execution wired to the systems your organization already runs on.
What we deliver
- AI agents and copilots
- Enterprise LLM integration
- Retrieval-augmented generation
- Document and knowledge intelligence
- Model evaluation and guardrails
- AI readiness assessments
Method
How we approach it
Evaluated continuously
We define acceptance criteria before deployment and instrument evaluations that run against production traffic.
Human in the loop
Consequential decisions retain explicit human review, escalation and override controls.
Outcomes
What changes for the business
- Reduced manual handling across knowledge work
- Faster decision cycles with grounded context
- Auditable AI behaviour with human review paths
Scope this capability with our team
We start with a structured discovery session, map the constraint, and return a delivery plan with milestones, owners and measurable acceptance criteria.
- Reply within 1 business day
- NDA on request
- No-obligation scoping call
Questions
What clients ask before starting
Straight answers on cost, timelines and how we work — so you can decide quickly.
How much does an AI project cost?
Most pilots start in the low five figures (USD) and scale with integration surface. You get a fixed-scope quote after a free 30-minute scoping call — no commitment.
How fast can we go live?
A focused agent or document-intelligence pilot typically reaches production in 4–8 weeks. Enterprise rollouts run in staged phases after that.
Can it work with our existing systems?
Yes. We integrate with CRMs, ERPs, ticketing, data warehouses and internal APIs, and we build the integration layer when one does not exist.
How do you prevent hallucinations?
Every answer is grounded in verified sources with citations, evaluated against acceptance criteria, and routed to human review where the outcome is consequential.